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--- |
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license: apache-2.0 |
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language: |
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- en |
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tags: |
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- shopping |
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- ranking |
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- amazon |
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pretty_name: ESCI |
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size_categories: |
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- 10K<n<100K |
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--- |
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# Amazon ESCI/ESCI-S dataset |
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A combination of [Amazon ESCI](https://github.com/amazon-science/esci-data) and [ESCI-S](https://github.com/shuttie/esci-s) datasets in a JSON format. |
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Used for fine-tuning bi- and cross-encoder models in the [Metarank](https://huggingface.co/metarank) project. |
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## Dataset format |
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The dataset is encoded in a JSON-line format, where each row is a single ranking event, |
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with all item metadata pre-joined. An example: |
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```json |
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{ |
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"query": "!qscreen fence without holes", |
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"e": [ |
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{ |
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"title": "Zippity Outdoor Products ZP19026 Lightweight Portable Vinyl Picket Fence Kit w/Metal Base(42\" H x 92\" W), White", |
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"desc": "..." |
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}, |
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{ |
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"title": "Sunnyglade 6 feet x 50 feet Privacy Screen Fence Heavy Duty Fencing Mesh Shade Net Cover for Wall Garden Yard Backyard (6 ft X 50 ft, Green)", |
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"desc": "..." |
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}, |
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{ |
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"title": "Amgo 6' x 50' Black Fence Privacy Screen Windscreen,with Bindings & Grommets, Heavy Duty for Commercial and Residential, 90% Blockage, Cable Zip Ties Included, (Available for Custom Sizes)", |
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"desc": "..." |
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}, |
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{ |
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"title": "Amgo 4' x 50' Black Fence Privacy Screen Windscreen,with Bindings & Grommets, Heavy Duty for Commercial and Residential, 90% Blockage, Cable Zip Ties Included, (Available for Custom Sizes)", |
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"desc": "..." |
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} |
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] |
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} |
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``` |
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## License |
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Apache 2.0 |
